Search Results for author: Maria Kolos

Found 3 papers, 3 papers with code

TRANSPR: Transparency Ray-Accumulating Neural 3D Scene Point Renderer

1 code implementation6 Sep 2020 Maria Kolos, Artem Sevastopolsky, Victor Lempitsky

New scenes can be modeled using gradient-based optimization of neural descriptors and of the rendering network.

Neural Rendering

Neural Point-Based Graphics

7 code implementations ECCV 2020 Kara-Ali Aliev, Artem Sevastopolsky, Maria Kolos, Dmitry Ulyanov, Victor Lempitsky

A deep rendering network is learned in parallel with the descriptors, so that new views of the scene can be obtained by passing the rasterizations of a point cloud from new viewpoints through this network.

Procedural Synthesis of Remote Sensing Images for Robust Change Detection with Neural Networks

1 code implementation20 May 2019 Maria Kolos, Anton Marin, Alexey Artemov, Evgeny Burnaev

Data-driven methods such as convolutional neural networks (CNNs) are known to deliver state-of-the-art performance on image recognition tasks when the training data are abundant.

Change Detection

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